Publications

Peixuan Han, Hongyi Du, Jiayu Liu, Yihang Sun, Jiaxuan You (2026). Ψ-Bench: Evaluating Persona-Sensitive Influencing in Persuasive Dialogues. Under review at EMNLP ‘26.
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Hongyi Du, Jiaqi Su, Jisen Li, Lijie Ding, Yingxuan Yang, Peixuan Han, Xiangru Tang, Kunlun Zhu, Jiaxuan You (2025). Which LLM Multi-Agent Protocol to Choose?. In ICML ‘26.
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Cheng Qian, Hongyi Du, Hongru Wang, Xiusi Chen, Yuji Zhang, Avirup Sil, Chengxiang Zhai, Kathleen McKeown, Heng Ji (2025). ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges. In EMNLP ’25 Findings.
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Kunlun Zhu, Hongyi Du, Zhaochen Hong, Xiaocheng Yang, Shuyi Guo, Zhe Wang, Zhenhailong Wang, Cheng Qian, Xiangru Tang, Heng Ji, Jiaxuan You (2025). MultiAgentBench: Evaluating the Collaboration and Competition of LLM Agents. In ACL ’25.
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Cheng Qian, Peixuan Han, Qinyu Luo, Bingxiang He, Xiusi Chen, Yuji Zhang, Hongyi Du, Jiarui Yao, Xiaocheng Yang, Denghui Zhang, Yunzhu Li, Heng Ji (2024). EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents. In ACL ’25.
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